\caption{RD estimates of the effect of a left-wing mayor}
\resizebox{\linewidth}{!}{
\begin{tabularx}{\linewidth}{l *5{>{\Centering}X}}
\toprule
&        Baseline                               & \multicolumn{4}{c}{Subsamples}                                                                \\
\cmidrule(lr){2-2} \cmidrule(lr){3-6}
&                                                               &       Lame Duck                       & Tiebout $<$ median                                                                    & Ideology distance $>$ median                                                  & Oil windfall                                  \\
\midrule
\multicolumn{6}{c}{Size of city government} \\
\midrule
Expenditure per capita                                      &     -0.01                                &      0.52                                &     -1.24                                &      0.23                                &      2.26                                \\
& (     0.56)                                                                                & (     1.27)                                                                                & (     0.85)                                                                                & (     0.82)                                                                                & (     2.06)                                                                                \\
Expenditure, \% of GDP                                      &      0.01                    &     -1.05                    &     -0.36                    &     -0.02                    &     -0.13                    \\
& (     0.24)                                                                              & (     1.18)                                                                              & (     0.43)                                                                              & (     0.25)                                                                              & (     0.47)                                                                              \\
Revenue per capita                                          &      0.39                                &      0.59                                &     -0.77                                &      1.02                                &      2.19                                \\
& (     0.52)                                                                                & (     1.21)                                                                                & (     0.77)                                                                                & (     0.88)                                                                                & (     2.01)                                                                                \\
Revenue, \% of GDP                                          &      0.12                    &     -1.14                    &     -0.20                    &      0.24                    &     -0.21                    \\
& (     0.25)                                                                              & (     1.20)                                                                              & (     0.42)                                                                              & (     0.27)                                                                              & (     0.49)                                                                              \\
\midrule
\multicolumn{6}{c}{Allocation of resources: budget categories (\% of total expenditure)} \\
\midrule
Current Expenditure                                         &     -0.05  &     -0.39  &     -0.15  &      0.18  &      1.01  \\
& (     0.17)                                                                 & (     0.38)                                                                 & (     0.25)                                                                 & (     0.31)                                                                 & (     0.65)                                                                 \\
\multicolumn{6}{l}{of which:} \\
\hspace{0.20cm}  Personnel                                                          &     -0.05              &     -0.81              &     -0.04              &     -0.08              &     -0.34              \\
& (     0.22)                                                                   & (     0.48)                                                                   & (     0.30)                                                                   & (     0.41)                                                                   & (     0.85)                                                                   \\
Public Investment                                           &      0.09  &      0.40  &      0.23  &     -0.08  &     -0.96  \\
& (     0.16)                                                                 & (     0.37)                                                                 & (     0.26)                                                                 & (     0.31)                                                                 & (     0.63)                                                                 \\
\midrule
\multicolumn{6}{c}{Allocation of resources: functional categories (\% of total expenditure)} \\
\midrule
Social Expenditures                                         &      0.64    &      1.27    &      0.71    &      0.91    &      2.19    \\
& (     0.21)                                                                  & (     0.40)                                                                  & (     0.30)                                                                  & (     0.39)                                                                  & (     0.87)                                                                  \\
\multicolumn{6}{l}{of which:} \\
\hspace{0.20cm} Health \& sanitation        &      0.18                    &      0.69                    &      0.38                    &     -0.11                    &      0.45                    \\
& (     0.15)                                                                              & (     0.30)                                                                              & (     0.22)                                                                              & (     0.27)                                                                              & (     0.42)                                                                              \\
\hspace{0.20cm} Education \& culture        &      0.24              &      0.31              &      0.12              &      1.00              &      0.83              \\
& (     0.16)                                                                   & (     0.30)                                                                   & (     0.19)                                                                   & (     0.30)                                                                   & (     0.50)                                                                   \\
\hspace{0.20cm} Social welfare                      &      0.16                  &      0.32                  &      0.27                  &      0.12                  &      0.36                  \\
& (     0.06)                                                                     & (     0.11)                                                                     & (     0.09)                                                                     & (     0.10)                                                                     & (     0.20)                                                                     \\
\multicolumn{6}{l}{Other Expenditures:} \\
\hspace{0.20cm} Housing                            &     -0.16                  &     -0.36                  &      0.05                  &     -0.15                  &      0.41                  \\
& (     0.13)                                                                     & (     0.29)                                                                     & (     0.21)                                                                     & (     0.24)                                                                     & (     0.65)                                                                     \\
\hspace{0.20cm} Transportation             &     -0.18              &     -0.07              &     -0.24              &     -0.52              &     -0.73              \\
& (     0.09)                                                                   & (     0.20)                                                                   & (     0.13)                                                                   & (     0.19)                                                                   & (     0.29)                                                                   \\
\hspace{0.20cm} Other                                      &     -0.21                              &     -0.86                              &     -0.59                              &     -0.22                              &     -1.90                              \\
& (     0.23)                                                                               & (     0.42)                                                                               & (     0.34)                                                                               & (     0.40)                                                                               & (     1.10)                                                                               \\
\midrule
Social Expenditures per capita                      &      1.16                  &      3.34                  &      0.25                  &      1.92                  &      6.48                  \\
& (     0.61)                                                                     & (     1.36)                                                                     & (     0.86)                                                                     & (     0.93)                                                                     & (     2.40)                                                                     \\
\bottomrule
Observations (all)                                          &  8943                                                                                  & 2395                                                                                   & 4158                                                                                   & 3105                                                                                   & 919                                                                                   \\
Observations (effective)                            &  4408                                                                               & 1227                                                                                & 2367                                                                                & 1660                                                                                & 451                                                                                \\
\bottomrule
\end{tabularx}}
